Welcome to the Notebook

Alaa Ahmed Elshafei

Importing modules

Task 1

Task 1.1:

Loading the Dataset

Task 1.2:

let's check the dataframe

let's check the shape of the dataframe

Task 2.1 :

let's do some preprocessing

let's see Global spread of Covid19

Task 2.2 : Exercise

Let's see Global deaths of Covid19

Task 3.1:

Let's Visualize how intensive the Covid19 Transmission has been in each of the country

let's start with an example:

let's select the columns that we need

calculating the first derivation of confrimed column

Task 3.2:

Let's Calculate Maximum infection rate for all of the countries

Task 3.3:

let's create a new Dataframe

Let's plot the barchart : maximum infection rate of each country

Task 4: Let's See how National Lockdowns Impacts Covid19 transmission in Italy

COVID19 pandemic lockdown in Italy

On 9 March 2020, the government of Italy under Prime Minister Giuseppe Conte imposed a national quarantine, restricting the movement of the population except for necessity, work, and health circumstances, in response to the growing pandemic of COVID-19 in the country. source

let's get data related to italy

lets check the dataframe

let's calculate the infection rate in Italy

ok! now let's do the visualization

Task 5: Let's See how National Lockdowns Impacts Covid19 active cases in Italy

let's calculate number of active cases day by day

let's check the dataframe again

now let's plot a line chart to compare COVID19 national lockdowns impacts on spread of the virus and number of active cases